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Title:
Analysis of survey data
Series:
Wiley series in survey methodology
Publication Information:
Chichester : Wiley, 2003
ISBN:
9780471899877

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30000010028997 QA276 A53 2003 Open Access Book Book
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Summary

Summary

This book is concerned with statistical methods for the analysis of data collected from a survey. A survey could consist of data collected from a questionnaire or from measurements, such as those taken as part of a quality control process. Concerned with the statistical methods for the analysis of sample survey data, this book will update and extend the successful book edited by Skinner, Holt and Smith on 'Analysis of Complex Surveys'. The focus will be on methodological issues, which arise when applying statistical methods to sample survey data and will discuss in detail the impact of complex sampling schemes. Further issues, such as how to deal with missing data and measurement of error will also be critically discussed. There have significant improvements in statistical software which implement complex sampling schemes (eg SUDAAN, STATA, WESVAR, PC CARP ) in the last decade and there is greater need for practical advice for those analysing survey data. To ensure a broad audience, the statistical theory will be made accessible through the use of practical examples. This book will be accessible to a broad audience of statisticians but will primarily be of interest to practitioners analysing survey data. Increased awareness by social scientists of the variety of powerful statistical methods will make this book a useful reference.


Author Notes

R. L. Chambers is the editor of Analysis of Survey Data, published by Wiley.

C. J. Skinner is the editor of Analysis of Survey Data, published by Wiley.


Table of Contents

Preface
List of Contributors
IntroductionR. L. Chambers and C. J. Skinner
Part A Approaches to Inference
Introduction to Part AR. L. Chambers
Design-based and Model-based Methods for Estimating Model ParametersDavid A. Binder and Georgia R. Roberts
The Bayesian Approach to Sample Survey InferenceRoderick J. Little
Interpreting a Sample as Evidence about a Finite PopulationRichard Royall
Part B Categorical Response Data
Introduction to Part BC. J. Skinner
Analysis of Categorical Response Data from Complex Surveys: an Appraisal and UpdateJ. N. K. Rao and D. R. Thomas
Fitting Logistic Regression Models in Case-Control Studies with Complex SamplingAlastair Scott and Chris Wild
Part C Continuous and General Response Data
Introduction to Part CR. L. Chambers
Graphical Displays of Complex Survey Data through Kernel SmoothingC. M. Goia and J. E. Stafford
Nonparametric Regression with Complex Survey DataR. L. Chambers and A. H. Dorfman and M. Yu Sverchkov
Fitting Generalized Linear Models under Informative SamplingDanny Pfeffermann and M. Yu Sverchkov
Part D Longitudinal Data
Introduction to Part DC. J. Skinner
Random Effects Models for Longitudinal Survey DataC. J. Skinner and D. J. Holmes
Event History Analysis and Longitudinal SurveysJ. F. Lawless
Applying Heterogeneous Transition Models in Labour Economics
The Role of Youth Training in Labour Market TransitionsFabrizia Mealli and Stephen Pudney)
Part E Incomplete Data
Introduction to Part ER. L. Chambers
Bayesian Methods for Unit and Item NonresponseRoderick J. Little
Estimation for Multiple Phase SamplesWayne A. Fuller
Analysis Combining Survey and Geographically Aggregated DataD. G. Steel and M. Tranmer and D. Holt
ReferencesT. M. F. Smith
Publications up to 2002
Author Index
Subject Index
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